Graph Machine Learning

Graph Machine Learning

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GML In-Depth: three forms of self-supervised learning
"Excelling at chess has long been considered a symbol of more general intelligence. That is an incorrect assumption in my view, as pleasant as it might…
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Sergey Ivanov
GML Express: large-scale challenge, top papers in AI, and implicit planners.
“Why do old men wake so early? Is it to have one longer day?” Ernest Hemingway
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Sergey Ivanov
GML Express: Graph ML in Industry Workshop, Geometric Deep Learning, and New Software.
"The real voyage of discovery consists not in seeking new lands but seeing with new eyes." Marcel Proust
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Sergey Ivanov
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GML Newsletter: Homophily, Heterophily, and Oversmoothing for GNNs
"Birds of a feather flock together"
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Sergey Ivanov
GML Express: keynotes at ICLR, topics at ICML 2021, and new GNN tutorials.
"There are 3 ways to make a living: be first, be smarter, or cheat." Margin Call
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Sergey Ivanov
GML Newsletter: Interpolation and Extrapolation of Graph Neural Networks
A trend is a trend is a trend, But the question is, will it bend? Will it alter its course Through some unforeseen force And come to a premature end? …
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Sergey Ivanov
GML Newsletter: Do we do it right?
"Just because someone else does the wrong thing we are not exempt from doing what’s right.”
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Sergey Ivanov
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Issue #1: Introduction, PAC Isometry, Over-Smoothing, and Evolution of the Field.
Welcome! Three years ago Sebastian Ruder started his NLP newsletter with the words that “NLP is seeing increasing interest recently”. Today NLP is at…
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Sergey Ivanov
GML Newsletter - Issue #5: Was 2020 a good year for graph research?
“Knowledge is like money: To be of value it must circulate, and in circulating it can increase in quantity and, hopefully, in value.” Welcome! NeurIPS…
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Sergey Ivanov
GML newsletter. Issue #2: Laplacians, Scaling GNNs, KDD, MLSS, Books, and more!
Welcome to the 2nd issue of GML newsletter! The summer is over 🌄 and it’s time to get back to school 🏫 (or to self-study with this newsletter). In…
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Sergey Ivanov
GML Newsletter - Issue #4: NeurIPS 2020
Welcome to the 4th issue of GML newsletter! This issue I decided to devote to the upcoming NeurIPS 2020 (6-12 December), covering what authors and…
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Sergey Ivanov
GML Newsletter - Issue #3: Large Hadron Collider, Hyperfood, and Manifold Learning.
Welcome to the 3rd issue of GML newsletter! I hope your papers got accepted to NeurIPS and submitted to ICLR, so that you can take a cup of coffee ☕ and…
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Sergey Ivanov
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